Uniform confidence bands for nonparametric errors-in-variables regression
This paper develops a method to construct uniform confidence bands for a nonparametric regression function where a predictor variable is subject to a measurement error. We allow for the distribution of the measurement error to be unknown, but assume the availability of validation data or repeated me...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier Ltd
2019
|
| Subjects: | |
| Online Access: | View Fulltext in Publisher |